Hugging Face 推出適用於 Amazon SageMaker 的 LLM 推理容器 (LLM Inference Container)★ 75
Hugging Face Blog1,155 days agoReleaseHugging Face and AWS have jointly announced the new "Hugging Face LLM Inference Container" — a brand-new deep learning container (DLC) purpose-built for Amazon…
BERTopic 正式整合 Hugging Face Hub：輕鬆分享與載入主題模型
Hugging Face Blog1,155 days agoReleaseThe popular open-source topic modeling tool BERTopic has announced a deep integration with Hugging Face Hub. This update brings tremendous convenience to NLP…
如何讓任何大型語言模型（LLM）成為更好的詩人：利用 Logits Processor 進行強制約束生成
Replicate Blog1,160 days agoTutorialThis technical blog post from Replicate explores how to go beyond traditional prompt engineering and model fine-tuning, using "Logits Processing" to precisely…
Hugging Face 整合 bitsandbytes、4-bit 量化與 QLoRA，讓大型語言模型更親民★ 90
Hugging Face Blog1,162 days agoReleaseThis official Hugging Face blog post introduces a deep integration with the `bitsandbytes` library, formally adding 4-bit quantization support to…
Hugging Face 與微軟合作在 Azure 上推出 Hugging Face Model Catalog★ 75
Hugging Face Blog1,162 days agoReleaseHugging Face has announced an important partnership with Microsoft, officially launching the "Hugging Face Model Catalog" on the Azure Machine Learning (Azure…
Hugging Face 與 IBM 達成合作，共同打造新一代企業級 AI 開發平台 watsonx.ai
Hugging Face Blog1,163 days agoBusinessHugging Face and IBM have officially announced a partnership to collaborate deeply on IBM's newly launched watsonx.ai platform. watsonx.ai is IBM's…
使用 InstructPix2Pix 對 Stable Diffusion 進行指令微調 (Instruction-tuning)★ 70
Hugging Face Blog1,163 days agoTutorialThis Hugging Face blog post provides an in-depth exploration of how to use InstructPix2Pix technology to apply instruction tuning to Stable Diffusion, enabling…
Safetensors 通過安全審計，正式成為 Hugging Face 預設模型格式★ 75
Hugging Face Blog1,163 days agoReleaseIn May 2023, Hugging Face announced that its new weight storage format for deep learning models, "Safetensors," had successfully passed an independent security…
BigCode 背後的大規模近乎重複資料刪除技術★ 75
Hugging Face Blog1,170 days agoTutorialThis technical blog post from Hugging Face takes an in-depth look at the challenges the BigCode project (the collaborative initiative behind StarCoder) faced…
越小越好：Q8-Chat，在 Intel Xeon 處理器上實現高效的生成式 AI 體驗
Hugging Face Blog1,170 days agoReleaseThis article introduces the latest outcome of a collaboration between Hugging Face and Intel: "Q8-Chat," a project designed to demonstrate how to efficiently…
在單一 AMD GPU 上使用 ROCm 運行類似 ChatGPT 的聊天機器人
Hugging Face Blog1,171 days agoTutorialThis blog post from Hugging Face provides a detailed walkthrough of how to deploy and run an open-source ChatGPT-like chatbot on a single AMD GPU using AMD's…
Hugging Face 入選法國國家資訊自由委員會（CNIL）「加強支援計劃」
Hugging Face Blog1,171 days agoBusinessFrance's Commission Nationale de l'Informatique et des Libertés (CNIL — France's personal data protection authority) has announced that it has selected Hugging…
介紹 RWKV：兼具 Transformer 優勢的全新 RNN 架構★ 75
Hugging Face Blog1,171 days agoReleaseHugging Face has announced official support for RWKV (Receptive Weighted Key Value) models in its `transformers` library. RWKV is an innovative architecture…
Hugging Face 推出 Assisted Generation：邁向低延遲文本生成的新方向★ 85
Hugging Face Blog1,175 days agoReleaseLarge language models (LLMs) typically generate text using an "autoregressive" mechanism, meaning the model must generate one token at a time. Each generation…
使用 StarCoder 打造程式助手：StarChat Alpha 正式推出
Hugging Face Blog1,177 days agoReleaseHugging Face has announced the launch of StarChat Alpha, a conversational AI assistant designed specifically for programming. The model is based on StarCoder…
StarCoder：開源程式碼生成 LLM 的全新里程碑★ 85
Hugging Face Blog1,182 days agoReleaseThe BigCode community project, led jointly by Hugging Face and ServiceNow, has officially released StarCoder (along with its base version, StarCoderBase) — a…
使用 TensorFlow 與 TPU 透過 🤗 Transformers 訓練語言模型★ 70
Hugging Face Blog1,189 days agoTutorialThis technical guide from Hugging Face provides a detailed walkthrough of how to efficiently train language models by combining TensorFlow, the Hugging Face…
在免費版 Google Colab 上使用 🧨 diffusers 運行 DeepFloyd IF 模型
Hugging Face Blog1,190 days agoTutorial### Core Background and Challenges DeepFloyd IF is an advanced text-to-image model released by DeepFloyd, a research lab under Stability AI. Unlike the…
Databricks 與 Hugging Face 深度合作：大型語言模型（LLM）訓練與微調速度提升高達 40%★ 70
Hugging Face Blog1,190 days agoBusinessThis case study introduces a deep technical collaboration between Databricks and Hugging Face, aimed at addressing the efficiency and cost challenges…
Replicate 發布 2023 年 4 月開源語言模型彙整：Vicuna、Dolly v2 與 StableLM 齊聚
Replicate Blog1,195 days agoReleaseThe spring of 2023 was a golden era for open-source large language model (LLM) development. In April 2023, Replicate — the well-known AI model hosting platform…
使用 Transformer 進行圖形分類 (Graph Classification with Transformers)
Hugging Face Blog1,202 days agoTutorialThis technical blog post from Hugging Face explores in depth how to apply the Transformer architecture — traditionally used in natural language processing…
Snorkel AI 攜手 Hugging Face：為企業解鎖基礎模型的力量
Hugging Face Blog1,210 days agoBusinessWith the explosion of foundation models and large language models (LLMs), enterprises are eager to incorporate these powerful technologies into real-world…
Hugging Face 倫理與社會簡報 #3：探討開源 AI 的「倫理開放性」平衡術
Hugging Face Blog1,217 days agoOpinionHugging Face published its third Ethics and Society Newsletter, centered on the theme of "Ethical Openness." As generative AI advances rapidly, the open-source…
在 Intel CPU 上加速 Stable Diffusion 推論
Hugging Face Blog1,219 days agoTutorialThis technical blog post from Hugging Face provides a detailed guide on optimizing and accelerating Stable Diffusion model inference on Intel CPUs…
使用 Hugging Face 與 Flower 進行聯邦學習（Federated Learning）★ 70
Hugging Face Blog1,220 days agoTutorialAs privacy awareness grows and regulatory requirements tighten, training machine learning models without centralizing sensitive data has become a critical…
使用 diffusers 訓練你自己的 ControlNet 模型★ 75
Hugging Face Blog1,223 days agoTutorialControlNet is a revolutionary technique that allows users to provide additional spatial conditioning — such as Canny edges, human pose skeletons, and depth…
如何使用 Alpaca-LoRA 微調出類似 ChatGPT 的專屬模型★ 72
Replicate Blog1,224 days agoTutorialAfter ChatGPT swept the globe in early 2023, the open-source community was desperately searching for self-controllable, low-cost alternatives. Meta's release…
Hugging Face 推出 Jupyter Notebooks Hub：一鍵在 Colab 等平台運行開源 AI 專案★ 75
Hugging Face Blog1,224 days agoReleaseHugging Face, the world's largest open-source AI community and model hub, has officially launched a new "Notebooks" section (the Notebooks Hub), designed to…
在 24GB 消費級 GPU 上使用 RLHF 微調 20B 大型語言模型★ 85
Hugging Face Blog1,238 days agoReleaseThis technical blog post from Hugging Face introduces how to combine TRL (Transformer Reinforcement Learning) and PEFT (Parameter-Efficient Fine-Tuning)…
Kakao Brain 於 Hugging Face 釋出全新 ViT 與 ALIGN 開源模型
Hugging Face Blog1,241 days agoReleaseKakao Brain, the AI research arm of South Korean tech giant Kakao, has officially released newly trained ViT (Vision Transformer) and ALIGN (A Large-scale…